Record, CLM, bronze and silver
CLM-421400
Received 2026-09-24T20:44:39Z, line 11,053 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Jeffrey | Jeffrey | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Park | Park | Unchanged |
| Date of birth | 06/15/1938 | 1938-06-15 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | N/A·· | — | Cleared |
| SSN | - | — | Cleared |
| Phone | (790) 363-8100 | 7903638100 | Parsed |
| N/A | — | Cleared | |
| Address | 5894 Pine Drive | 5894 Pine Dr | Changed |
| City | Chandler | Chandler | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85282 | 85282 | Unchanged |
| Group | GRP-7681 | GRP-7681 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.48
- Name key
- jeffrey|park
- Address key
- 5894|pine|85282
- Canonical first
- jeffrey
Quality flags
8 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- State name converted to codeFull state name replaced by its two-letter USPS code
- Gender normalisedGender mapped to F or M from a longer or variant value
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| TPA-59407 | 0.91 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-035256
- Method
- Scored
- Confidence
- 0.91
- Rule
- weighted score, no rule
Golden record: Jeffrey Park, 1938-06-15, 2 records, Verified
Evidence
Matched against TPA-59407
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically6cfc9cd9fa2026-10-19 19:54:39, scoring_agentidentity id MBR-035256, confidence 0.908, method probabilistic, matched record TPA-59407, policy version 1
- Record linked automaticallycd9a0ebed02026-10-19 19:52:09, scoring_agentidentity id MBR-035256, confidence 0.908, method probabilistic, matched record TPA-59407, policy version 1
- Record linked automaticallyc3813be5742026-10-19 19:45:42, scoring_agentidentity id MBR-035256, confidence 0.908, method probabilistic, matched record TPA-59407, policy version 1
- Record linked automatically965f56ed292026-10-19 19:32:31, scoring_agentidentity id MBR-035256, confidence 0.908, method probabilistic, matched record TPA-59407, policy version 1
- Record linked automatically9d1cdc7f222026-10-19 19:31:28, scoring_agentidentity id MBR-002759, confidence 0.987, method probabilistic, matched record ENR-128111, policy version 1